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See the data behind the brands and products winning in AI search.

Explore AI recommendations across 500+ shopping categories. Compare competitors, uncover the sources behind their visibility, and find opportunities for your brand.

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Answers fromChatGPTGeminiGoogle AI ModeGoogle AI Overviews

Categories / Furniture / Mattresses

Mattresses

All enginesChatGPTGeminiAI ModeAI Overviews

AI answers

20

5 questions × 4 engines

Brands named

22

across all answers

Named by one engine only

10 of 22

brands

Most-cited site

sleepfoundation.org

in 8 answers

BrandsProductsSourcesQuestions
#BrandNamed inChatGPTGeminiAI ModeAI OverviewsProduct named most
1Helix
13/20
3424Helix Midnight Luxe
2Nectar
12/20
2433Brand only
3Brooklyn Bedding
10/20
3115Brooklyn Bedding Aurora Luxe
4Saatva
9/20
2232Brand only
5DreamCloud
9/20
2412DreamCloud Classic Hybrid
6Leesa
9/20
4221Leesa Sapira Chill Hybrid
7Tempur-Pedic
6/20
1212Brand only
8Nolah
4/20
1102Nolah Evolution Hybrid

Real data from a pilot scan on 8 November 2026: 20 answers to 5 mattress questions. Leaderboards at launch combine more answers.

shopping categories at launch
500+
shopping categories at launch
shopper questions, five per category
2,500
shopper questions, five per category
AI engines, side by side
4
AI engines, side by side
of mattress brands were named by only one engine
45%
of mattress brands were named by only one engine

What you can do

From what AI recommends to where you could show up.

Every number links back to the answers it came from. The pictures below use the same mattress data.

Answers naming each brand, out of 5 per engine
GPTGeminiModeAIO
Helix3424
Nectar2433
Brooklyn Bedding3115
Saatva2232
Leesa4221

Compare competitors, engine by engine

Brooklyn Bedding was named in all five AI Overviews answers, and one of five on Gemini. Follow any brand in Brandtracker and get an alert when that changes.

ChatGPT8 Nov 2026

What's the best mattress to buy online right now?

If I were buying a mattress online right now, I'd put the Helix Midnight Luxe at the top of my list.

  1. 1Helix
  2. 2Saatva
  3. 3DreamCloud
  4. 4Leesa
  5. 5Brooklyn Bedding
sleepfoundation.orgtomsguide.comgoodhousekeeping.com+5 more

Read the answer behind every figure

See exactly what each engine said, the order it named brands in, and the pages it cited.

Sites cited alongside Helix13 answers
  • sleepfoundation.org
    7/13
  • mattressclarity.com
    6/13
  • mattressnerd.com
    5/13
  • youtube.com
    5/13
  • google.com
    3/13
  • naplab.com
    3/13

Uncover the sources behind their visibility

The sites AI cited in the answers that named a brand. Sleep Foundation was cited in 7 of the 13 answers that named Helix.

Your brand: Leesa (example)NamedCompetitors only
GPTGeminiModeAIO
Best to buy online✓✓+3+5
Side sleepers, back pain+3+4✓✓
Under $1,000✓✓+3+5
Hot sleepers✓+5+4+5
Couples✓+7✓+6

Named in 9 of 20 answers. The numbers show how many other brands an answer named instead.

Find openings for your brand

Set your brand and see every question and engine where competitors were named and you weren’t.

Works with your AI

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Ask Searchtrack

In the app

Plain-English questions, answered from the database with a link to every answer behind each figure.

MCP

Claude, ChatGPT, Cursor

Use Searchtrack inside the assistant you already use, signed in with your account.

API

JSON

The same data for agencies building their own reports and tools.
MCP server https://searchtrack.io/mcp
Ask SearchtrackMattresses

Which mattress brands does AI Overviews name that ChatGPT doesn’t?

In the latest scan, AI Overviews named 3 brands that ChatGPT didn’t name in any of its five answers:

  • Bear2 of 5 answers
  • Siena2 of 5 answers
  • SweetNight1 of 5 answers

Based on 10 answers: 5 from AI Overviews, 5 from ChatGPT. Open the answers →

Who does Gemini name for hot sleepers?Which sites cite Helix most?Where is Leesa missing?
Ask about any category…

Questions

Before you start

More on how figures are worked out in the methodology.

What does Searchtrack do?

It asks ChatGPT, Gemini, Google AI Mode and AI Overviews the questions shoppers ask in 500+ product categories, and records which brands and products each answer names, in what order, and which pages it cites.

Does it tell me why AI picked a brand?

No. Nobody outside the AI companies knows that. Searchtrack shows what the answers said and which pages they cited, so you can see the evidence and decide for yourself.

Where does the data come from?

Answers are collected through data suppliers as logged-out, US English requests, so they aren’t personalised. The methodology page explains how figures are worked out.

Can I use it without paying?

Yes. Leaderboards are public, and a free account adds bookmarks and two tracked brands. Paid plans open the full data, your brand, alerts and the AI tools.

What if my category isn’t covered?

Request it from your account. Our team reviews each request before it’s added.

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